artan (homepage)

Online latent state estimation with Spark

@ozancicek / (1)

This library provides supports for model-parallel latent state estimation with Apache Spark, with a focus on online learning compatible with structured streaming.

See https://artan.readthedocs.io for docs. 

Tags

  • 1|streaming
  • 1|machine learning
  • 1|pyspark

How to

Include this package in your Spark Applications using:

spark-shell, pyspark, or spark-submit

> $SPARK_HOME/bin/spark-shell --packages com.github.ozancicek:artan_2.11:0.3.0

sbt

In your sbt build file, add:

libraryDependencies += "com.github.ozancicek" % "artan_2.11" % "0.3.0"

Maven

In your pom.xml, add: 
<dependencies>
  <!-- list of dependencies -->
  <dependency>
    <groupId>com.github.ozancicek</groupId>
    <artifactId>artan_2.11</artifactId>
    <version>0.3.0</version>
  </dependency>
</dependencies>

Releases

Version: 0.3.0 ( ab7166 | zip | jar ) / Date: 2020-05-20 / License: Apache-2.0 / Scala version: 2.11

Version: 0.2.0 ( ba1b9a | zip | jar ) / Date: 2020-04-12 / License: Apache-2.0 / Scala version: 2.11

Version: 0.1.0 ( 19728f | zip | jar ) / Date: 2020-03-22 / License: Apache-2.0 / Scala version: 2.11